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Deep reinforcement based power allocation for the max-min optimization in non-orthogonal multiple access
(IEEE, 2020)
NOMA is a radio access technique that multiplexes several users over the frequency resource and provides high throughput and fairness among different users. The maximization of the minimum the data-rate, also known as ...
Efficiency in architectural geometry informed by materials
(Ecaade-Education & Research Computer Aided Architectural Design Europe, 2014)
Although some studies investigate physics-based dynamic systems to generate structurally efficient forms by incorporating geometry with performance requirements, there is a gap in the field questioning on how to link ...
A Complete procedure for predicting and improving the performance of HAWT's
(IOP Publishing, 2014)
A complete procedure for predicting and improving the performance of the horizontal axis wind turbine (HAWT) has been developed. The first process is predicting the power extracted by the turbine and the derived rotor ...
Integrating social network effects in the share-of-choice problem
(Wiley, 2017-12)
Accounting for social network effects in marketing strategies has become an important issue. Taking a step back, we seek to incorporate and analyze social network effects on new product development and then propose a model ...
Resource allocation for visible light communication systems using simulated annealing based on a problem-specific neighbor function
(IEEE, 2019)
In this paper, we consider a visible light communication (VLC) system with direct current-biased orthogonal frequency division multiplexing (DC-OFDM) and investigate resource allocation for a multi-user environment. Based ...
Adapted infinite kernel learning by multi-local algorithm
(World Scientific Publishing Co, 2016-05)
The interplay of machine learning (ML) and optimization methods is an emerging field of artificial intelligence. Both ML and optimization are concerned with modeling of systems related to real-world problems. Parameter ...
A new methodology to determine the design sensitivity of critical automotive body joints for basic design cycle
(Sage, 2019-09)
As a result of more stringent requirements for improved fuel economy and emissions, there has been an increasing research activity to make vehicles lighter weight under some predetermined structural performance targets ...
Optimization of the intermediate layer friction stir spot welding process
(Springer Nature, 2019-09)
Friction stir spot welding was performed for joining sheets of 2024 and 6061 aluminum alloys, which is otherwise difficult using conventional welding techniques. The presented approach utilizes an intermediate layer to ...
A mathematical model for perishable products with price- and displayed-stock-dependent demand
(Elsevier, 2016-12)
We introduce an economic order quantity model that incorporates product assortment, pricing and space-allocation decisions for a group of perishable products. The goal is to maximize the retailer’s profit under shelf-space ...
The optimal placement model for electric vehicle charging stations
(IEEE, 2019)
Nowadays, due to the increase in prices and the environmental pollution of fossil fuels, individuals and governments are tending towards the concept of electric vehicles. Therefore, the popularity of electric vehicles is ...
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